The phone call had come out of nowhere, a curt voice informing Mark that the house was condemned. He’d gone numb. Now, standing on the sidewalk, watching the boarded-up windows, his chest felt heavy, constricted.

He remembered the smell of his grandmother's baking wafting from the kitchen, the echoes of his father's booming laughter. Everything, all the pieces of his past, were contained within those walls.

He felt a sudden, sharp ache in his temples. He needed to leave, to get away, but his feet were glued to the ground, his gaze fixed on the vacant, silent house.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217